Restaurant sales forecasting with LSTM neural networks
The Jupyter Notebook sales_forecast.ipynb trains a long short-term memory neural network to predict a weekly sales forecast for a restaurant using the given dataset of transactions, sample.txt.
Python 3.6.1 with the following modules:
- pandas 0.20.1
- matplotlib 2.0.2
- numpy 1.13.3
- mlxtend 0.10.0
- scikit-learn 0.19.1
- Keras 2.0.5
- tensorflow 1.3.0